Induction motor drive system with adaptive fuzzy logic controller

Maha Khamis Al-Sulaiti, Haitham Abu-Rub, Hazem Nounou, Aeysha Al-Khuleifi, Amna Al-Motawa, Atif Iqbali

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The aim of this paper is to present a control system for a squirrel cage three-phase induction motor with an adaptive speed controller. The adaptive speed controller is based on fuzzy logic theory and is applied for nonlinear sensorless control. A multiscalar model of induction motor is used for machine control, while an adaptive fuzzy controller is supposed to provide better machine response for different operating points than the conventional PI one. A comparative study of Fuzzy based controller with the PI type of controller is done. Simulation and experimental results are provided to validate the proposed concept.

Original languageEnglish
Title of host publication14th International Conference on Methods and Models in Automation and Robotics, MMAR'09 - Proceedings
Pages97-102
Number of pages6
EditionPART 1
Publication statusPublished - 1 Dec 2009
Event14th International Conference on Methods and Models in Automation and Robotics, MMAR'09 - Miedzyzdroje, Poland
Duration: 19 Aug 200921 Aug 2009

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
NumberPART 1
Volume14
ISSN (Print)1474-6670

Other

Other14th International Conference on Methods and Models in Automation and Robotics, MMAR'09
CountryPoland
CityMiedzyzdroje
Period19/8/0921/8/09

    Fingerprint

Keywords

  • Adaptive controller
  • Fuzzy logic
  • Induction motor
  • Multiscalar model
  • PI controller

ASJC Scopus subject areas

  • Control and Systems Engineering

Cite this

Al-Sulaiti, M. K., Abu-Rub, H., Nounou, H., Al-Khuleifi, A., Al-Motawa, A., & Iqbali, A. (2009). Induction motor drive system with adaptive fuzzy logic controller. In 14th International Conference on Methods and Models in Automation and Robotics, MMAR'09 - Proceedings (PART 1 ed., pp. 97-102). (IFAC Proceedings Volumes (IFAC-PapersOnline); Vol. 14, No. PART 1).